Resources

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Subject resource map

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Python

• Chapter pages under /notes/python/ for concept-first revision.
• Week 2 consolidated sheet: /notes/python/week-2-complete-notes.
• Use practice prompts from each chapter before solving external quiz sets.

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Statistics I

• Core foundation notes: /notes/statistics/foundations.
• Build one-page summary for terms: population, sample, parameter, statistic, variable type.

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English

• Basics: /notes/english/foundations.
• Extended figures: /notes/english/1-2-figures-of-speech-extended.
• Communication and speech topics:
  • /notes/english/1-3-discourse-markers
  • /notes/english/1-4-rhythm-and-pitch

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Weekly revision workflow

1. Read chapter notes once without memorizing.
2. Re-read and mark definitions, rules, and examples.
3. Solve practice section without peeking answers.
4. Write a 10-question self-test from weak areas.
5. Revisit only wrong concepts using chapter hints/traps.

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Quiz recovery workflow

Use this when a quiz question feels unseen:

1. Copy exact expression/question text.
2. Identify topic label:
   • Python: type conversion, method chaining, formatting, operators
   • Statistics: variable type, sampling, scale, interpretation
   • English: figure identification, connector function, speech feature
3. Find matching section in notes and add one new worked example there.
4. Add 2-3 new practice questions of same pattern.

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Practice tracking template

Use this mini log after every quiz.

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Maintenance

• Review this page every month.
• Remove stale links and update paths if files move.
• Keep each subject section aligned with docs.json navigation.